Sr Data Scientist - FF
[CO] Bogotá
Applications have closed
Rappi
Pide en línea domicilio de restaurantes, supermercado, medicamentos y ¡mucho más! Tus tiendas favoritas están en Rappi. Entregamos con amor en todo México ♥♥Rappi is one of the first Latin American unicorns and a start-up that continues to focus on growing and making life easier for our users. As a company, we seek to continue improving the services we already offer, add more to our offer and continue expanding throughout the Latin American continent.
¡Hey, keep it in mind that Rappi is an equal opportunity employer and hires qualified individuals regardless of gender, race, sexual orientation, religion, nationality, age, disability or background. You'll be most welcome here!
At Rappi, no two days are the same. We love to hustle, work hard for a greater good, and strive to be the leading tech company in Latin America. Rappi is growing at a tremendous rate and this position is crucial in our pursuit at providing a game-changing experience for our users, couriers and partners.
What we expect of you
- Develop, build, test and maintain ML models aligned with the business needs.
- Work comfortably with large data sets and being able to deploy data systems for predictive and prescriptive models
- Own the full lifecycle of ML models from data-wrangling to getting it into production
- Experience with Python, Scala, Java, SQL, Airflow or similar, Spark or similar, Snowflake/Redshift or any warehouse, Postgres
- Analytics skills to detect best features for models and insights to help business partners
- Problem Solving and communication skills
Desired abilities
- Improve our current models and pipelines in order to be a ML Ops Team.
- Create machine learning pipelines designed to be in production using microservices architecture
- Experience using cloud infrastructure such as EC2, S3
- Architecture design for databases and data warehousing
- Experience using ML and Deep Learning libraries like Keras, Tensorflow XGBoost, Random forest and tuning models
- Uso de Airflow como orquestador de tareas y procesos
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I have read and accept the Authorization of Personal Data from Rappi S.A.S https://docs.google.com/document/d/e/2PACX-1vRFEkFojVd3AfFsARRsdZpiSjA_xQGK5Y7ZCBT3gw19MOdQVqH5nRAuSqyu3yZq2A/pubIn accordance with the Personal Data Treatment Policyhttps://legal.rappi.com/colombia/autorizacion-de-tratamiento-de-datos-personales-rappitenderos-rappi-s-a-s/
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Airflow Architecture Data Warehousing Deep Learning EC2 Keras Machine Learning Microservices ML models Pipelines PostgreSQL Python Redshift Scala Snowflake Spark SQL TensorFlow XGBoost
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